'Avatar' is good and certainly one of my favorites too! And what a fun question!
I have a hard time naming just one movie as "my absolute #1 favorite of all-time".
So, I'll provide a short list here:
'The Last Samurai'
'Good Will Hunting'
'Interview With the Vampire'